Author

Shivank Nag

University of Illinois Urbana-ChampaignORCID 0009-0008-3265-3539Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Diwakar ShuklaiD· 1 shared Jesse R. Horne· 1 shared Roy D. DariD· 1 shared Sohom Dash· 1 shared Xuenan MiiD· 1 shared Yiyang LuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiochemistry

Diwakar ShuklaORCID

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1 paper

Recent·Most cited

BiochemistrybioRxivPreprintJul 9, 2026

Variational Autoencoder-enabled High-throughput Drug Screening for HIV Latency Modulators predicted through Noise in Gene Expression

Yiyang Lu, Jesse R. Horne, Xuenan Mi…·Diwakar Shukla

This study uses a variational autoencoder to screen ~175,000 compounds for HIV latency modulators, identifying 16 LRAs and 2 LPAs with a 15.9% experimental hit rate.

DOI 10.64898/2026.07.08.737074

humanfluorescence / live-cell microscopy

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